2 categories · RankedCisco ACI
Cisco ACI is an application-centric, policy-driven software-defined networking fabric for data centers · cisco.com ↗
Why models recommend it
“Go with Cisco if: You want a turnkey solution and already have a heavy investment in Cisco servers (UCS).”Qwen 3.7 Flash · Comparative question · alternative
“Best For: Organizations with heavy Cisco networking footprints”Gemini 3.5 Flash · Comparative question · alternative
What gives them pause
“Cisco ACI: Overkill. High licensing costs, a steep learning curve, and it locks you into a proprietary policy model.”DeepSeek V4 Flash · Paraphrase question · warning
“What to Avoid: Complex SDN solutions like Cisco ACI or VMware NSX-T”Kimi K2 · Paraphrase question · warning
“Highly criticized for complexity, cost, and vendor lock-in.”Mistral Small · Negative question · warning
“Cisco ACI when portability is a priority. Its hardware/software coupling, proprietary features, and multiple management models can create vendor lock-in”Perplexity Sonar · Negative question · warning
Also on the shortlist
The products named in the same answers as Cisco ACI, over the 65 answers that named it, and how often each was the first choice instead.
| Product | Named together | Picked instead | |
|---|---|---|---|
| 46 | 0 | View → | |
| 25 | 8 | View → | |
| 18 | 1 | View → | |
| 15 | 1 | View → | |
| 14 | 4 | View → | |
| 13 | 0 | View → | |
| 12 | 2 | View → | |
| 9 | 2 | View → | |
| 9 | 1 | View → | |
| 9 | 1 | View → |
What the models named instead of Cisco ACI →
A side-by-side page exists where both products are among a category's top eight.
At a glance
Stated on Cisco ACI's own site, not checked by Gane.
- Also from Cisco
- Cisco ACE, Cisco ACI / Tetration, Cisco AI Defense, Cisco ASA/Firepower, Cisco AnyConnect, Cisco AppDynamics and 70 more
How this is measured
Fourteen AI models from 12 labs are asked the same buying questions six ways, for three company sizes. Standings refresh every edition.
Gane sells AI visibility software. No company can pay to change a result.
Read the method →Sources returned with these answers
Fourteen of the fourteen models returned a source list in this edition: five return the pages they cited and nine the search results they consulted. These counts come from 47 of the 65 answers that named Cisco ACI and are not a share of its labels.
Domains cited
101 of the 143 domain citations in answers naming Cisco ACI came from a third party's page. Twenty-three were to the publisher's own pages (the Gane Index), which the models cite like any other source; they are not counted as a third party.
Pages cited
Pages are listed as the models cited them.
By model
| Model | First choice | Alternative | Mention | Warning | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 0 | 0 | 0 | 0 |
| GPT-5.4 mini | 0 | 0 | 0 | 0 | 0 |
| Gemini 3.5 Flash | 0 | 1 | 0 | 0 | 1 |
| Perplexity Sonar | 0 | 0 | 0 | 2 | 2 |
| Grok 4.20 | 0 | 0 | 0 | 1 | 1 |
| Mistral Small | 0 | 0 | 3 | 1 | 4 |
| DeepSeek V4 Flash | 0 | 0 | 0 | 1 | 1 |
| Llama 4 Maverick | 0 | 0 | 1 | 1 | 2 |
| Qwen 3.7 Flash | 0 | 1 | 1 | 0 | 2 |
| Kimi K2 | 0 | 0 | 1 | 2 | 3 |
| GLM 4.7 FlashX | 0 | 0 | 0 | 0 | 0 |
| MiniMax M2.5 | 0 | 0 | 0 | 0 | 0 |
| GPT-6 Luna | 0 | 0 | 0 | 1 | 1 |
| Muse Glimmer 30B | 0 | 0 | 0 | 0 | 0 |